SOTAVerified

Lung Nodule Classification

Papers

Showing 110 of 35 papers

TitleStatusHype
Medical Slice Transformer: Improved Diagnosis and Explainability on 3D Medical Images with DINOv2Code1
Lung nodule detection and classification from Thorax CT-scan using RetinaNet with transfer learningCode1
Learning Efficient, Explainable and Discriminative Representations for Pulmonary Nodules ClassificationCode1
Variational Autoencoders for Feature Exploration and Malignancy Prediction of Lung LesionsCode1
Multi-level CNN for lung nodule classification with Gaussian Process assisted hyperparameter optimizationCode0
Lung cancer detection from thoracic CT scans using an ensemble of deep learning modelsCode0
Diagnostic Classification Of Lung Nodules Using 3D Neural NetworksCode0
DeepLung: Deep 3D Dual Path Nets for Automated Pulmonary Nodule Detection and ClassificationCode0
Fast CapsNet for Lung Cancer ScreeningCode0
Lung Nodule Classification using Deep Local-Global NetworksCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MSTAUC95Unverified
2ProCANAccuracy94.11Unverified
3GVAEAccuracy93.1Unverified
4Gated-DilatedAccuracy92.57Unverified
5NASLung (ours)Accuracy90.77Unverified
6DeepLungAccuracy90.44Unverified
7Local-GlobalAccuracy88.46Unverified
8I3DR-NetAUC81.84Unverified